This course provides an introduction in statistical methodology and discusses a number of statistical techniques for practical data analysis, including T tests, Chi-square tests, analysis of variance (ANOVA), (multiple) linear and logistic regression and survival analysis. Concrete examples and case studies are used to apply the theory to practical situations. The course ends with a group assignment in which a case study is analyzed using the newly acquired statistical techniques.